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New Applied ML Research: Few-shot Text Classification

Cloudera

Text classification is a ubiquitous capability with a wealth of use cases. For example, recommendation systems rely on properly classifying text content such as news articles or product descriptions in order to provide users with the most relevant information. We’re talking about text embeddings, of course.

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Enterprise Data Science Workflows with AMPs and Streamlit

Cloudera

Here in the virtual Fast Forward Lab at Cloudera , we do a lot of experimentation to support our applied machine learning research, and Cloudera Machine Learning product development. Only through hands-on experimentation can we discern truly useful new algorithmic capabilities from hype.

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Language Models, Explained: How GPT and Other Models Work

AltexSoft

Dubbed GPT-3 and developed by OpenAI in San Francisco, it was the latest and strongest of its kind — a “large language model” capable of producing fluent text after having ingested billions of words from books, articles, and websites. With these advances, the concept of language modeling entered a whole new era. Pretty cool, right?

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How to Become a Computer Vision Engineer in 2023?

ProjectPro

Work On Real-World Hands-On Computer Vision Projects Read Some Books on Modern Computer Vision Learn Mathematical Concepts Read Research Papers Experiment with Machine Learning and Deep Learning Models Computer Vision Engineer Salary - How Much do they Earn?

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100 Deep Learning Interview Questions and Answers for 2023

ProjectPro

These are just a few thoughts that run through the mind of any interviewee. Why CNN is preferred over ANN for Image Classification tasks even though it is possible to solve image classification using ANN? How do I prepare for my upcoming deep learning job interview? What questions should I ask them?

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AI Image Generation Explained: Techniques, Applications, and Limitations

AltexSoft

Interestingly, Miller has spent the last few years making a documentary about AI, during which he interviewed Sam Altman , the CEO of OpenAI — an American AI research laboratory. As a result, they become capable of generating new images that bear similarities in style and content to those found in the training data.

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